The Evidence Desk — Algo Trading
Evidence-based algo trading — no hype, no guru nonsense

Trade on proof,
not hope.

The Evidence Desk is a private community built on backtested, battle-tested strategies — plus the "Kill List" of setups that quietly blow up accounts. Stop guessing. Start trading what the data actually supports.

✓ Backtested survivor strategies ✓ 67 traders inside ✓ Private Discord community ✓ Instant access on join

Educational content only — not financial advice. Strategy results are backtested/hypothetical; past performance does not guarantee future results. Trading futures and options carries substantial risk of loss.

// What's Inside

Everything you need to stop trading blind

The Evidence Desk isn't another signal group. It's a research desk — strategies, code, tools, and a community that tests before it trades.

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The Kill List

15+ popular setups that statistically destroy accounts — documented so you know exactly what to avoid before it costs you.

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Survivor Strategies

Strategies that actually held up under backtesting and real conditions. Rules, entries, exits — fully laid out.

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The Edge Bank

A growing vault of edges, filters, and refinements that members use to sharpen their own systems.

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Backtester Access

Test ideas before you risk a dollar. Trial access on Tier 1, deeper access as you move up.

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AI Agents

The same AI agents I use to research, screen, and build strategies — handed to you at the top tier.

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The Community

Members chat, direct code help, and an inner circle of serious traders who share what's actually working.

// The Receipts

Proof, not promises

An evidence brand should show evidence. Here's the testing, the honesty, and the community behind the Desk.

Backtest of cross-sectional 12-1 momentum 2005-2026 showing how survivorship and universe selection inflate results versus an honest test and SPY buy and hold

Why we kill more than we keep

Same momentum strategy, 2005–2026, 5bps/side. The only difference between the lines is survivorship and universe choice. The “curated survivors” backtest (red) turns $1 into about $30. The honest version that keeps delisted names (blue) trails a plain SPY buy-and-hold.

Most backtests you see online are the red line. We build to the blue one — and kill the strategies that only look good because of hidden bias.

Backtested/hypothetical results shown for illustration. Past or backtested performance does not guarantee future results. Educational, not investment advice.

One entry from the Kill List

Kill #09 — Intraday ES/NQ Session Rules KILLED
HFT-saturation · futures-intraday · advanced

Why it looked real. Classic opening-range breakout and fade rules on S&P / Nasdaq futures show tidy in-sample stats.

The autopsy. No robust out-of-sample edge — the most liquid, most-watched intraday market on the planet is saturated with HFT and professional flow. Any simple price rule has been arbitraged to the cost line.

The lesson. The more eyes and machines on a market, the less a simple rule can earn. Crowded ≠ profitable.

Educational, not advice · hypothetical/backtested results

Straight from the community

Message from a member in the Evidence Desk Discord community Second message from a member in the Evidence Desk Discord community

Real, unedited messages from inside the Evidence Desk Discord. Individual experiences, not income claims or typical results.

Aidan Mathis, founder of The Evidence Desk
// Who's behind it

Meet Aidan Mathis

I'm Aidan — 21, born and raised in Florida, and obsessed with how things work. My trading journey started in the 2021 GameStop and AMC squeeze, where it clicked that markets are the world's biggest puzzle. I couldn't take the traditional finance path, so I built my own: everything I know is self-taught, across stocks, options, crypto, forex, and now futures — my primary focus.

Every market taught me the same lesson: emotion is the enemy of consistency. Fear, greed, hesitation, overconfidence. That's what pulled me into algorithmic trading — systems that execute tested rules without panicking. Once quant trading clicked, I knew it was the logical evolution of trading itself.

The Evidence Desk is the community I wish I'd had: a place to build and pressure-test strategies backed by data, not hype or social-media "gurus." I'm still a student of the markets — always researching, always building, always hunting the next edge through evidence.

— Aidan Mathis, Founder

Read my full story

Hi, I'm Aidan Mathis. I'm 21 years old, born and raised in Florida, and if there's one thing that's defined my life so far, it's curiosity. Whether it's traveling somewhere new, building software, diving into financial markets, or picking up a new hobby, I've always been drawn to learning how things work — and how they can be improved.

My journey into trading began during the GameStop short squeeze in 2021. Like millions of others, I watched history unfold in real time. I bought into AMC, made money, and experienced something I had never felt before. It wasn't just the profit that hooked me — it was the realization that financial markets are one of the world's largest puzzles. Every chart, every trade, every decision had a story behind it. From that moment on, I wanted to understand the game at the deepest level possible.

Originally, I dreamed of working in investment banking or institutional finance. Life, however, had other plans. I wasn't handed the strongest academic or financial circumstances, so instead of taking the traditional path, I built my own.

Everything I know has been self-taught. Over the years, I've immersed myself in nearly every style of trading imaginable — stocks, options, cryptocurrencies, forex, and, most recently, futures, which has become my primary focus. Each market taught me something different, but they all led me to the same conclusion.

Human emotion is one of the biggest obstacles to consistent trading. Fear. Greed. Hesitation. Overconfidence. Every trader battles them. That's what eventually led me into algorithmic trading.

Algorithms don't get emotional. They don't hesitate. They don't chase trades or panic during volatility. They execute exactly as they're designed to, often in milliseconds, following rules that have been researched, tested, and refined. Once I discovered quantitative trading, everything clicked. I realized this wasn't just another trading style — it was the logical evolution of trading itself.

Today, my passion lies in designing, testing, and building systematic trading strategies that rely on data instead of opinions. That philosophy became the foundation for The Evidence Desk.

I created this community because I believe there's a better way to learn than sorting through endless hype, unrealistic promises, and social media "gurus." My goal is to build a place where traders, developers, quantitative researchers, and curious minds can collaborate, share ideas, challenge assumptions, and build strategies backed by evidence.

I don't believe valuable knowledge should be locked away forever. If I've spent thousands of hours solving a problem, testing an idea, or building a tool that can genuinely help someone else, I'm happy to share it with people who value the work and are serious about improving.

At the end of the day, I'm still a student of the markets. I'm constantly researching, constantly building, and constantly looking for the next edge — not through hype, but through evidence. If that sounds like the kind of journey you want to be part of, welcome to The Evidence Desk.

// Honest fit

Who this is for

We'd rather you opt out now than ask for a refund later. Read both sides honestly.

This is for you if…

  • You'd rather trade tested rules than someone's gut feeling
  • You're willing to do the work and pressure-test ideas yourself
  • You've been burned by signal groups and want to see the data
  • You trade — or want to trade — futures and options with a system
  • You value evidence over hype and “guru” energy

This is NOT for you if…

  • You want a get-rich-quick button or guaranteed returns
  • You expect copy-paste signals with zero effort
  • You won't follow risk rules or test before you trade
  • You can't accept that trading carries real risk of loss
  • You want financial advice or someone to trade your account for you
// Choose Your Desk

Pick your level of access

Start with the fundamentals or go all-in on everything I own. Every tier is a one-time or simple recurring payment — cancel recurring anytime. Prefer to see it all in one place? View The Evidence Desk on Whop →

Field Pass
Your way in — it starts with the bootcamp.
$79.99one-time
One-time payment · lifetime access · no monthly fees
  • The 3-Day Bootcamp — your guided introduction to trading & coding, from zero
  • Full private Discord community access
  • The "Kill List" — 15+ setups to never trade
  • 2 proven survivor strategies, fully documented
  • Trial access to the backtester
  • Members chat & direct code help
  • Onboarding roadmap + strategy templates
  • Weekly market breakdowns
Get the Field Pass — $79.99
One-time payment · instant Discord access
Inner Circle
Everything I own. Nothing held back.
$29/month
Full access · cancel anytime, or own it for life
  • Everything in Edge Bank, plus:
  • Access to everything I own — full archive
  • Private Inner Circle chats
  • All AI agents I use to research & build
  • First look at every new strategy & drop
  • Direct access & full backtester
Join Monthly — $29/mo Yearly — $290/yr (save $58) Lifetime — $389 one-time
Cancel recurring anytime · or own it for life
// The Real Math

What access costs everywhere else

Most trading communities bill you every month — for as long as you stay. Here's the going 2026 rate, and where The Evidence Desk sits.

01Typical paid trading community Monthly subscription, billed for as long as you stay
$100–200/mo
02Annual plans elsewhere The usual “discounted” yearly option
$1,300–1,500/yr
03Lifetime deals elsewhere On the rare occasion one is offered
$1,900–9,900
The Evidence Deskfrom $79.99 one-time

Competitor figures reflect publicly listed 2026 rates for comparable trading communities. Ranges shown for comparison, not guarantees.

Get In From $79.99 →
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Join with confidence

Get instant access the moment you join. You see exactly what every tier includes before you pay, and you can cancel any recurring plan anytime through Whop. Anything you need, we're right there in the Desk.

// Questions

Frequently asked

How do I get access after I pay?

Checkout runs through Whop. The moment your payment clears, you're granted access to the Discord and everything included in your tier — automatically.

What's the difference between the tiers?

Field Pass gets you in the door with the 3-day bootcamp, the Kill List, and 2 survivor strategies. The Edge Bank adds the full vault, 7+ strategies, and deeper code access. Inner Circle unlocks everything I own, the AI agents, and private chats.

Is this signals or strategies?

Strategies, tools, and education — not a signals-only group. You learn what works, why it works, and how to test it yourself.

Can I upgrade later?

Yes. Start at any tier and move up whenever you're ready.

Do the recurring plans lock me in?

No. Monthly and yearly plans can be cancelled anytime through Whop. Prefer to own it outright? Every tier has a one-time option.

Is this financial advice?

No. The Evidence Desk is educational. Trading involves risk and you're responsible for your own decisions. See the disclaimer below.

Start trading on evidence from $79.99
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